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Proceedings Paper

Invariant pattern recognition based on harmonic decomposition: sensitivity analysis
Author(s): Emanuel Marom; David Mendlovic; Hanni Inbar; Naim Konforti
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Paper Abstract

Optical correlation schemes based on a matched filter containing a single Mellin radial or logarithmic harmonic of an object can be used to provide 2-D or 1-D scale invariant pattern recognition. The performance of these harmonic filters, as well as the performance of the conventional matched filter, was investigated. The response of the filters to various distortion parameters was studied along with a quantitative comparison between the various filters, using several performance criteria. In addition, the noise response of the above filters is analyzed. The noise considered was an additive white noise to the input plane, characterized by a single parameter σ, varied between 0 to 3 times the maximum input intensity. The analysis and results apply also to the joint transform correlator configuration.

Paper Details

Date Published: 1 April 1992
PDF: 19 pages
Proc. SPIE 10262, Optical Pattern Recognition: A Critical Review, 1026204 (1 April 1992); doi: 10.1117/12.59848
Show Author Affiliations
Emanuel Marom, Tel Aviv Univ. (Israel)
David Mendlovic, Tel Aviv Univ. (Israel)
Hanni Inbar, Tel Aviv Univ. (Israel)
Naim Konforti, Tel Aviv Univ. (Israel)

Published in SPIE Proceedings Vol. 10262:
Optical Pattern Recognition: A Critical Review
Joseph L. Horner; Bahram Javidi, Editor(s)

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